How do they end up in Facebook recommendations?

Posts appear in Facebook recommendations mostly because of engagement tricks. People often use multiple accounts or pages to like, comment, and share quickly, or buy old pages and fake engagement. They also post content designed to get users to interact, like “Full video in comments.” Without early engagement signals, your posts won’t get recommended, no matter how many you publish.
 
fb picks stuff that gets fast engagement
some people use multiple pages or groups to boost the initial activity
 
Buying old pages or inflating likes rarely works long‑term; without real engagement velocity and account trust history, the algorithm simply won’t push the content.
 
Because the images they upload are high-resolution, and their content attracts a large audience, it's easy to get recommendations, or they might be running ads for that post.
 
Most likely, they have old, well-established pages with high credibility on Facebook. Or they simply bought pages that had already been created and simply redesigned them.
 
These images attract many viewers and interactions. Facebook often suggests posts with high engagement, so they appear on your suggested posts page.
 
It could be that they are running ads for that post, or artificially boosting its likes and comments; for an ordinary post like that to attract a large number of views, the account itself would need to be famous and have a large following
 
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